AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
RTIdeas MCP API Server
Converts a local MCP server into a remote HTTP-accessible REST API server with MongoDB support for managing brainstorming sessions and ideas. Provides endpoints for listing sessions, searching ideas, analyzing connections, and generating statistics.
Basecamp MCP Server
Enables LLMs to interact with Basecamp projects, managing messages, todos, comments, people, and kanban boards through natural language. Supports comprehensive Basecamp operations including creating, reading, updating content with flexible output formats and URL parsing capabilities.
Cloudflare Remote MCP Server
Enables deployment of remote MCP servers on Cloudflare Workers without authentication requirements. Allows custom tool integration and connection from both Cloudflare AI Playground and Claude Desktop through remote proxy.
MCPDemo - Visual SQL Chat Platform
An AI-driven data visualization and SQL chat platform that enables natural language to SQL conversion, interactive chart generation, and database querying through a comprehensive MCP interface. Supports multiple databases, intelligent chart recommendations, and secure data management with temporary link sharing.
Remote MCP Server Template
A template for deploying MCP servers on Cloudflare Workers without authentication. Enables users to create and customize their own remote MCP tools that can be accessed from Claude Desktop or AI playgrounds.
MCP Memory
Enables MCP clients to remember user information, preferences, and behaviors across conversations using vector search technology. Built on Cloudflare infrastructure with persistent storage and semantic similarity matching.
Blog RSS MCP Server
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get recent posts, retrieve blog metadata, and perform full-text search across post content. Supports any blog with an RSS/Atom feed through natural language queries.
Country Explorer MCP Server
Enables users to create rich country profiles by searching for high-quality images through Unsplash API and gathering country information through web search. Generates beautiful markdown profiles with embedded images and photographer credits.
url-download-mcp
A Model Context Protocol (MCP) server that enables AI assistants to download files from URLs to the local filesystem.
arch-mcp
Arch MCP provides three main capabilities: * Access to Arch Wiki, AUR packages, official repos, and installed packages * Search, analyze, and securely install packages with built-in 50+ safety checks * Guided workflows for troubleshooting, security audits, and dependency analysis
Naver Flight MCP
A Model Context Protocol (MCP) server built with mcp-framework that provides tools for flight-related operations. This appears to be a template or starter project with example tools that can be extended for flight search and booking functionality.
Email Management MCP Server
Enables users to connect to their email inbox via IMAP to search, filter, and summarize emails based on criteria like subject, date, and sender. Supports marking emails as read and provides customizable email summarization with various prompt options.
Academic MCP Server
Enables AI assistants to search across multiple academic databases (PubMed, arXiv, bioRxiv, medRxiv, Semantic Scholar) through a unified interface. Supports advanced filtering, metadata retrieval, PDF downloads, and comprehensive research workflows with citation analysis.
Memory MCP Server
Enables agents to maintain persistent memory through three-tiered architecture: short-term session context with TTL, long-term user profiles and preferences, and searchable episodic event history with sentiment analysis. Provides comprehensive memory management for personalized AI interactions.
MCP ChatGPT Multi-Server Suite
A comprehensive suite of four MCP servers providing real-time stock market data, currency conversion between 160+ currencies, world timezone conversion, and unit conversion across 10 measurement categories. Features beautiful web interfaces and ChatGPT integration capabilities.
Travel Company MCP Server
Enables Claude to access and manage a travel company's customer data, trip history, and information requests. Supports searching customers, querying trips by destination or date, and tracking customer inquiries through natural language.
Protein MCP Server
Enables searching, retrieving, and downloading protein structure data from the RCSB Protein Data Bank. Supports intelligent protein structure search, comprehensive data retrieval, and multiple file format downloads for bioinformatics research.
Agentic AI System MCP Server
Enables deployment of autonomous AI agents with memory and tool execution capabilities through a WebSocket-based MCP protocol. Provides production-ready infrastructure with REST API access, persistent state management, and extensible function registry for building self-hosted AI systems.
Luma Events MCP Server
Enables users to search and discover upcoming tech events, conferences, and meetups from Luma (lu.ma) through natural language queries. Built on Cloudflare Workers for fast, global access to tech event data.
Perplexity MCP Server
Enables web search functionality through Perplexity AI's API with time-based filtering options. Allows users to search the web for recent information within specified time periods (day, week, month, or year).
Enhanced MCP MSSQL Server
Enables AI agents to securely connect to and query Microsoft SQL Server databases with read-only access, schema discovery, and relationship mapping. Features advanced security protections, health monitoring, and bulk operations for production environments.
Weather MCP Server
Enables real-time weather information retrieval and local search history management using Open Meteo APIs. Allows users to get current weather data for any city and access their weather query history through natural language.
BIP MCP Server
Enables AI-powered natural language queries about BIT Information Portal (BIP) data by integrating with BIP APIs through session management. Uses Google Gemini to intelligently route questions to appropriate endpoints and generate contextual answers about students, departments, courses, faculty, and achievements.
MCP Calendar Server
Connects Claude Desktop to Google Calendar for local calendar management including adding, updating, and deleting events, checking schedules, and calculating travel time between meetings.
Tavily Web Search MCP Server
Enables web search capabilities through the Tavily API, allowing users to perform web searches and retrieve information from the internet through natural language queries.
ACP Commerce MCP Server
Enables AI agents to perform e-commerce operations through a standardized interface implementing the x402 and Agentic Commerce Protocol (ACP). Supports merchant sessions, product search, and payment orchestration with production-ready security features.
Apifox MCP
Enables AI assistants to automatically manage Apifox API documentation by importing OpenAPI/Swagger specifications and exporting existing API structures. Supports batch operations, intelligent deprecation marking, and smart scope detection for partial module imports.
Evolution API MCP Server
Enables WhatsApp integration through Evolution API, allowing users to send messages, manage media, track conversations, and control presence status directly from Claude.
Weather MCP Server
Provides weather forecasts and alerts for US locations using the National Weather Service API. Supports getting detailed forecasts by coordinates and active weather alerts by state code.
claude-mcp-server-gateway
A lightweight Claude MCP gateway that dynamically loads tools only when needed, cutting MCP token clutter by up to 95% and keeping your context lean, fast, and focused.